9148c358d0
Topic_Agent/Topic_Blog/Topics/Topics_Biz/Topics_Meeting/Topics_Rag의 마크다운 지식 문서를 Topic_General/Topic_Programming/Topic_Graphic/Topic_Business 4개 카테고리로 재분류. - 중복 제거: frontmatter의 status:duplicate/merged + duplicate_of/redirect_to 필드로 자기 자신을 중복으로 선언한 리다이렉트 stub 1032개 제거, 완전 동일 내용 파일 472개 제거, 동일 파일명·다른 내용 충돌 시 더 큰(완전한) 버전만 유지(162개 제거) — 총 1639개 중복 제거. - 분류: 폴더 단위로 명확한 항목(AI_and_ML/Coding/Architecture 등 → Programming, Comfyui/Visual_Effects → Graphic, Topics_Biz/Topics_Meeting/사업 등 → Business, Poetic_Blog_Writing/창의성/Game_Design 등 → General)은 폴더 우선순위로, 나머지 혼재 폴더(Topic_Agent/Topic_Blog/Topics 루트/Thinking & Reasoning/Other/UI_UX_Assets)는 title/tags 키워드 스코어링으로 파일 단위 분류(불명확한 경우 General로 폴백). 원본 폴더명은 "From_*" 서브폴더로 보존해 추적 가능성 유지. - 최종 배치: Programming 2784 / General 1608 / Graphic 285 / Business 249 = 4926개 문서. - 에이전트 운영 상태(.astra/.agent/.obsidian/sessions/memory/_company/docs/lessons/_shared/src)는 지식 콘텐츠가 아니므로 재분류 대상에서 제외하고 원위치 유지. - Topics/Topic_email(상위 보호 폴더 Topic_email과 파일명 100% 중복) 삭제 — 보호 폴더 자체는 미변경. - 완전히 비게 된 Topic_Agent/Topic_Blog/Topics_Biz/Topics_Rag 폴더 제거.
172 lines
5.3 KiB
Markdown
172 lines
5.3 KiB
Markdown
---
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id: wiki-2026-0508-cross-cutting-concerns
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title: Cross-Cutting Concerns
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category: 10_Wiki/Topics
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status: verified
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canonical_id: self
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aliases: [Cross Cutting Concerns, AOP Concerns, 횡단 관심사]
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duplicate_of: none
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source_trust_level: A
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confidence_score: 0.9
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verification_status: applied
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tags: [aop, architecture, separation-of-concerns]
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raw_sources: []
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last_reinforced: 2026-05-10
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github_commit: pending
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tech_stack:
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language: typescript
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framework: nestjs
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---
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# Cross-Cutting Concerns
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## 매 한 줄
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> **"매 module 매 흩어지는 functionality (logging, auth, tx) 의 횡단"**. AOP (Aspect-Oriented Programming, Kiczales 1997) 의 motivation. 2026 현재 NestJS interceptors, Spring AOP, OpenTelemetry auto-instrumentation, Sidecar (Istio) 매 modern realization.
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## 매 핵심
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### 매 정의
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- 단일 module 의 boundary 를 넘어 매 application 매 widely-scattered concern.
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- Tangled with business logic → SoC (Separation of Concerns) 위반.
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- Solution: 매 aspect, decorator, middleware, sidecar, interceptor 로 추출.
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### 매 typical concerns
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- **Logging / tracing** — 매 method entry/exit log.
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- **Authentication / authorization** — 매 endpoint 매 token check.
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- **Transaction management** — DB tx begin/commit/rollback.
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- **Caching** — function result memoization.
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- **Validation** — input schema check.
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- **Rate limiting** — request throttling.
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- **Metrics / observability** — counter, histogram.
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- **Error handling** — global exception mapper.
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- **i18n** — locale-aware response.
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- **Audit** — who/when/what.
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### 매 응용
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1. Web framework middleware (Express, NestJS).
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2. Spring `@Transactional` / `@Cacheable`.
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3. Service mesh (Istio) — mTLS, retry, circuit-break 매 sidecar.
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4. OpenTelemetry auto-instrumentation 매 tracing 매 zero code change.
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## 💻 패턴
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### NestJS interceptor — logging + timing
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```typescript
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@Injectable()
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export class LoggingInterceptor implements NestInterceptor {
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intercept(ctx: ExecutionContext, next: CallHandler) {
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const start = Date.now();
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const req = ctx.switchToHttp().getRequest();
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return next.handle().pipe(
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tap(() => log.info({ url: req.url, ms: Date.now() - start }))
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);
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}
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}
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```
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### NestJS guard — authz
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```typescript
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@Injectable()
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export class RolesGuard implements CanActivate {
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canActivate(ctx: ExecutionContext): boolean {
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const required = Reflect.getMetadata('roles', ctx.getHandler());
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const user = ctx.switchToHttp().getRequest().user;
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return required.some(r => user.roles.includes(r));
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}
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}
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```
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### Spring AOP — `@Transactional`
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```java
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@Service
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public class OrderService {
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@Transactional
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public Order place(Order o) {
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repository.save(o);
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inventory.decrement(o.itemId);
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// throw → rollback
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}
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}
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```
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### Python decorator — caching
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```python
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from functools import lru_cache
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@lru_cache(maxsize=1024)
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def expensive_lookup(key: str) -> Result:
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return db.query(key)
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```
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### TypeScript decorator (TC39 stage 3) — metrics
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```typescript
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function timed<This, Args extends any[], Return>(
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target: (this: This, ...args: Args) => Return,
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ctx: ClassMethodDecoratorContext
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) {
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return function (this: This, ...args: Args): Return {
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const start = performance.now();
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try { return target.apply(this, args); }
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finally { metrics.histogram(ctx.name, performance.now() - start); }
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};
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}
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class API {
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@timed
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fetchUser(id: string) { /* ... */ }
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}
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```
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### OpenTelemetry — zero-code tracing
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```python
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# auto-instrumentation, no code changes
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# pip install opentelemetry-distro opentelemetry-instrumentation-fastapi
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# opentelemetry-instrument --traces_exporter otlp uvicorn app:app
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```
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### Service mesh (Istio) — mTLS via sidecar
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```yaml
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apiVersion: security.istio.io/v1
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kind: PeerAuthentication
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metadata: { name: default, namespace: prod }
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spec:
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mtls: { mode: STRICT }
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```
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## 매 결정 기준
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| 상황 | Approach |
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|---|---|
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| Single service, JS/TS | NestJS interceptor / Express middleware |
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| JVM, mature DI | Spring AOP / aspectj |
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| Polyglot microservices | Service mesh (Istio / Linkerd) |
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| Tracing only | OpenTelemetry auto-instrumentation |
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| Function-level caching | language-native decorator |
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**기본값**: framework-native (interceptor/middleware/decorator) for in-process; service mesh for network-level.
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## 🔗 Graph
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- 부모: [[Separation of Concerns]] · [[Software Architecture]]
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- 변형: [[Aspect-Oriented Programming (AOP)]]
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- 응용: [[NestJS]] · [[Istio]] · [[OpenTelemetry]]
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- Adjacent: [[Dependency Injection (의존성 주입)]]
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## 🤖 LLM 활용
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**언제**: identify cross-cutting concern in legacy code, refactor to aspect/middleware.
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**언제 X**: design-time SoC decision (need human architectural taste).
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## ❌ 안티패턴
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- **Concern duplication**: 매 controller 매 try/catch + log + auth 매 copy-paste.
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- **Aspect overuse**: business logic 까지 aspect 로 → magic, debugging hell.
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- **Order dependency 무시**: interceptor chain 의 순서 의존 → fragile.
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- **Side-effect in interceptor**: DB write 매 logging interceptor → tx boundary 깨짐.
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## 🧪 검증 / 중복
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- Verified (Kiczales et al. 1997 *AOP*, Spring/NestJS docs 2026).
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- 신뢰도 A.
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## 🕓 Changelog
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| 날짜 | 변경 |
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|---|---|
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| 2026-05-08 | Phase 1 |
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| 2026-05-10 | Manual cleanup — full content covering interceptors, decorators, service mesh |
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